Description

This analysis provides a forecast of ATOM prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-06 2.886887 3.185544 3.507871 3.882579 4.307423 4.775556 5.332340
2025-07-13 2.461200 2.863804 3.327634 3.905211 4.610263 5.449500 6.533884
2025-07-20 2.216436 2.680617 3.241724 3.977541 4.928325 6.131119 7.793243
2025-07-27 2.046545 2.553101 3.189721 4.060899 5.241557 6.814966 9.120806
2025-08-03 1.903070 2.436487 3.129195 4.112272 5.500841 7.438312 10.431912
2025-08-10 1.776435 2.325734 3.059615 4.134929 5.710689 8.002433 11.719847
2025-08-17 1.623380 2.164038 2.903219 4.015053 5.694823 8.224496 12.501878
2025-08-24 1.512000 2.049856 2.801306 3.960031 5.762578 8.570424 13.516117
2025-08-31 1.424534 1.962042 2.728468 3.938486 5.874314 8.990150 14.703252
2025-09-07 1.383283 1.937126 2.744010 4.050286 6.204011 9.796241 16.681426
2025-09-14 1.313352 1.864460 2.681732 4.032746 6.317282 10.244668 18.065310
2025-09-21 1.245261 1.789845 2.610613 3.993676 6.387816 10.621654 19.363184
2025-09-28 1.145391 1.662315 2.451333 3.801146 6.181570 10.487541 19.642408
2025-10-05 1.100743 1.617859 2.420398 3.820994 6.352752 11.073622 21.517828
2025-10-12 1.070238 1.593490 2.419508 3.891079 6.620465 11.875076 24.004397
2025-10-19 1.044135 1.574283 2.425216 3.972169 6.915482 12.766255 26.867679
2025-10-26 1.014018 1.546561 2.414493 4.022162 7.154618 13.572061 29.691341
2025-11-02 0.981063 1.512144 2.389921 4.044212 7.339733 14.285607 32.433340
2025-11-09 0.926839 1.439328 2.294908 3.927534 7.232404 14.343542 33.470797
2025-11-16 0.886924 1.388687 2.235608 3.873973 7.249774 14.682976 35.341964
2025-11-23 0.854876 1.349872 2.194905 3.852999 7.333302 15.184930 37.781346
2025-11-30 0.844605 1.348001 2.219838 3.961830 7.706321 16.424341 42.692475
2025-12-07 0.816337 1.313241 2.183081 3.944756 7.799902 16.992573 45.685881